cs.AI（2025-09-18）

📊 共 10 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (8 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (1) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (8 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Knowledge-Driven Hallucination in Large Language Models: An Empirical Study on Process Modeling	研究LLM在过程建模中知识驱动的幻觉现象，揭示其可靠性风险	large language model
2	Towards Human-like Multimodal Conversational Agent by Generating Engaging Speech	提出一种基于多模态LLM和语音生成技术的类人对话Agent，提升语音交互的自然度和吸引力。	multimodal	✅
3	Automating Modelica Module Generation Using Large Language Models: A Case Study on Building Control Description Language	利用大语言模型自动化生成Modelica模块，以建筑控制描述语言为例	large language model
4	Spatial Audio Motion Understanding and Reasoning	提出空间音频运动理解框架，解决动态声源场景的推理难题	large language model
5	Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory	应用Schoenfeld情景理论分析大型推理模型，揭示其思维过程。	chain-of-thought
6	AgentCompass: Towards Reliable Evaluation of Agentic Workflows in Production	AgentCompass：面向生产环境，实现Agent工作流的可靠评估	large language model
7	LLM Jailbreak Detection for (Almost) Free!	提出Free Jailbreak Detection (FJD)，以近乎零成本检测大语言模型的越狱攻击。	large language model
8	DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction	DeKeyNLU：通过任务分解和关键词提取增强自然语言到SQL的生成	chain-of-thought

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
9	Generalizable Geometric Image Caption Synthesis	提出RLVR方法以解决几何图像描述生成问题	reinforcement learning large language model multimodal

🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
10	Explicit Context-Driven Neural Acoustic Modeling for High-Fidelity RIR Generation	提出Mesh-infused Neural Acoustic Field (MiNAF)，利用显式几何信息提升高保真RIR生成效果。	PULSE

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